Zara Ahmed
Early-career ML — evals, fine-tuning, small models
ScreeningHotInboundActively lookingUS citizen
AI match score
81
Last touched3w ago
OwnerMei Lin
Comp expectation$200,000–$260,000
Flight risklow
Customer-facing classifier rewrite
ML lead · Apr 2022 — Nov 2024
Summary
Replaced a rules-based classifier with a fine-tuned encoder; set up the eval and monitoring story.
Outcome
F1 improved by 12 points; false-positive escalations halved.